{"id":"W2146901930","doi":"10.1111/j.1468-2346.2009.00797.x","title":"Making progress in global health: the need for new paradigms","year":2009,"lang":"en","type":"article","venue":"International Affairs","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Value (mathematics); Introspection; Political science; Global health; Position (finance); State (computer science); Law and economics; Speculation; Politics; Engineering ethics; Health care; Sociology; Economics; Law; Psychology; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004462958,0.000109897,0.0001776652,0.00004999389,0.0004007409,0.00001364535,0.0002977765,0.00006849069,0.00006356788],"category_scores_gemma":[0.0001130087,0.00007804016,0.00005635017,0.0001566043,0.00003151239,0.00007187876,0.00004570074,0.0002281175,0.00006294542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426155,"about_ca_system_score_gemma":0.0006238127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394411,"about_ca_topic_score_gemma":0.0005064471,"domain_scores_codex":[0.9985116,0.00007929698,0.0004855055,0.0001865356,0.0002319391,0.00050517],"domain_scores_gemma":[0.9992588,0.000234667,0.0001836492,0.0001237444,0.0000935176,0.0001056451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005534025,0.0001534727,0.1274146,0.00009488464,0.00006348221,0.000006860685,0.02324166,0.00002147982,0.000001284936,0.3135423,0.1335692,0.4013374],"study_design_scores_gemma":[0.001095344,0.0001054976,0.2274525,0.0002050162,0.000002524133,0.000001892285,0.00359963,0.0004219973,3.541896e-7,0.006376362,0.7606547,0.00008418649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007974793,0.002069257,0.001215495,0.9380195,0.002064788,0.001907588,0.00005916656,0.0001162308,0.04657321],"genre_scores_gemma":[0.9696365,0.00005179827,0.0008916045,0.02683852,0.001013435,0.0002130585,0.00001623712,0.000007295224,0.001331567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9616617,"threshold_uncertainty_score":0.3182385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204442513759764,"score_gpt":0.514272383092771,"score_spread":0.3938281317167946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}